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Kroam1

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https://stockalloy.com/datasets

AI & ML interests

Founder of StockAlloy. Financial NLP, extraction, grounding.

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StockAlloy/filedfact-passages

posted an update 4 days ago

Structured financial facts, each linked to the character in the filing it came from 💰📊 Today I am introducing two datasets and a model trained on them: https://huggingface.co/datasets/StockAlloy/filedfact-passages A passage-complete dataset of phrases and the embedded financial facts. https://huggingface.co/datasets/StockAlloy/filedfact-100k A fact-sampled version- one grounded financial fact per row, deep-linked to its source. https://huggingface.co/StockAlloy/filedfact-qwen3-8b An 8B model fine-tuned to read a filing passage and return the facts as JSON. https://huggingface.co/spaces/Kroam1/filedfact-demo Live demo - paste a passage, see the facts.

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Structured financial facts, each linked to the character in the filing it came from 💰📊

Today I am introducing two datasets and a model trained on them:

StockAlloy/filedfact-passages

A passage-complete dataset of phrases and the embedded financial facts.

StockAlloy/filedfact-100k

A fact-sampled version- one grounded financial fact per row, deep-linked to its source.

StockAlloy/filedfact-qwen3-8b

An 8B model fine-tuned to read a filing passage and return the facts as JSON.

Kroam1/filedfact-demo

Live demo - paste a passage, see the facts.

spaces 1

FiledFact — SEC Fact Extraction

📄

Paste an SEC filing passage → XBRL-aligned facts as JSON

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